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Research Articles, Systems/Circuits

Network asynchrony underlying increased broadband gamma power

Nicolas Guyon, Leonardo Rakauskas Zacharias, Eliezyer Fermino de Oliveira, Hoseok Kim, João Pereira Leite, Cleiton Lopes-Aguiar and Marie Carlén
Journal of Neuroscience 16 February 2021, JN-RM-2250-20; DOI: https://doi.org/10.1523/JNEUROSCI.2250-20.2021
Nicolas Guyon
1Department of Neuroscience, Karolinska Institutet, 17177 Stockholm, Sweden
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Leonardo Rakauskas Zacharias
2Department of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, Universidade de São Paulo, 14049-900 Ribeirão Preto, Brazil
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Eliezyer Fermino de Oliveira
3Center for Mathematics, Computing and Cognition - Universidade Federal do ABC - 09606-070 São Bernardo do Campo, Brazil
4Dominick P Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
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Hoseok Kim
1Department of Neuroscience, Karolinska Institutet, 17177 Stockholm, Sweden
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João Pereira Leite
2Department of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, Universidade de São Paulo, 14049-900 Ribeirão Preto, Brazil
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Cleiton Lopes-Aguiar
5Department of Physiology and Biophysics, Institute of Biological Sciences, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, Brazil
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Marie Carlén
1Department of Neuroscience, Karolinska Institutet, 17177 Stockholm, Sweden
6Department of Biosciences and Nutrition, Karolinska Institutet, 14183 Huddinge, Sweden
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Abstract

Synchronous activity of cortical inhibitory interneurons expressing parvalbumin (PV) underlies expression of cortical gamma rhythms. Paradoxically, deficient PV inhibition is associated with increased broadband gamma power in the local field potential (LFP). Increased baseline broadband gamma is also a prominent characteristic in schizophrenia and a hallmark of network alterations induced by N-methyl-D-aspartate receptor (NMDAR) antagonists such as ketamine. Whether enhanced broadband gamma is a true rhythm, and if so, whether rhythmic PV inhibition is involved or not, is debated. Asynchronous and increased firing activities are thought to contribute to broadband power increases spanning the gamma band. Using male and female mice lacking NMDAR activity specifically in PV neurons to model deficient PV inhibition, we here show that neuronal activity with decreased synchronicity is associated with increased prefrontal broadband gamma power. Specifically, reduced spike time precision and spectral leakage of spiking activity due to higher firing rates (spike “contamination”) affect the broadband gamma band. Desynchronization was evident at multiple time scales, with reduced spike entrainment to the LFP, reduced cross-frequency coupling, and fragmentation of brain states. Local application of S(+)-ketamine in (control) mice with intact NMDAR activity in PV neurons triggered network desynchronization and enhanced broadband gamma power. However, our investigations suggest that disparate mechanisms underlie increased broadband gamma power caused by genetic alteration of PV interneurons and ketamine-induced power increases in broadband gamma. Our study confirms that enhanced broadband gamma power can arise from asynchronous activities and demonstrates that long-term deficiency of PV inhibition can be a contributor.

SIGNIFICANCE STATEMENT

Brain oscillations are fundamental to the coordination of neuronal activity across neurons and structures. Gamma oscillations (30-80 Hz) have received particular attention through their association with perceptual and cognitive processes. Synchronous activity of inhibitory PV interneurons generates cortical gamma oscillation, but, paradoxically, PV neuron deficiency is associated with increases in gamma oscillations. We here reconcile this conundrum and show how deficient PV inhibition can lead to increased and asynchronous excitatory firing, contaminating the LFP and manifesting as increased gamma power. Thus, increased gamma power does not always reflect a genuine rhythm. Further, we show that ketamine-induced gamma increases are caused by separate network mechanisms.

Footnotes

  • The authors declare that they have no conflict of interest.

  • This study was financed in part by a STINT Program Joint Brazilian-Swedish Research Collaboration grant, a CAPES-STINT program grant (n° 99999.009883/2014-02) and by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brasil (CAPES) – Finance Code 001. CLA was supported by a São Paulo Research Foundation (FAPESP) grant (n° 2012/07107-2). MC was supported by a Wallenberg Academy Fellow in medicine grant (n° KAW 2012.0131) from the Knut and Alice Wallenberg Foundation, by a European Research Council Starting Grant (n° 337069), by the Swedish Research Council (n° 2016-02700) and Karolinska Institutet (n° 2016-00139). We thank Flávio AG Mourão and Geraldo Cássio dos Reis for help with data and statistical analysis, and Hyeyoung Shin, Christopher Moore, Rodrigo Pena, Stephanie Rogers, and Adriano Tort for the valuable comments on this manuscript.

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Network asynchrony underlying increased broadband gamma power
Nicolas Guyon, Leonardo Rakauskas Zacharias, Eliezyer Fermino de Oliveira, Hoseok Kim, João Pereira Leite, Cleiton Lopes-Aguiar, Marie Carlén
Journal of Neuroscience 16 February 2021, JN-RM-2250-20; DOI: 10.1523/JNEUROSCI.2250-20.2021

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Network asynchrony underlying increased broadband gamma power
Nicolas Guyon, Leonardo Rakauskas Zacharias, Eliezyer Fermino de Oliveira, Hoseok Kim, João Pereira Leite, Cleiton Lopes-Aguiar, Marie Carlén
Journal of Neuroscience 16 February 2021, JN-RM-2250-20; DOI: 10.1523/JNEUROSCI.2250-20.2021
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